Machine Learning & optimisation

Machine Learning & optimisation

This group of use cases addresses a wide variety of industries, such as energy, oil & gas and finance. They have one thing in common: some of their activities can benefit from Quantum-enhanced machine learning and optimization methods:

– quantum reinforcement learning for optimal hydrocarbon well planning;µ
– QAOA-type algorithms for mesh segmentation problems and smart-charging optimisation;
– various QML, optimisation and quantum Monte-Carlo methods in finance, such as Option pricing, Value-at-Risk estimation, etc.

Partners
Our website uses cookies to give you the most optimal experience online by: measuring our audience, understanding how our webpages are viewed and improving consequently the way our website works, providing you with relevant and personalized marketing content. You have full control over what you want to activate. You can accept the cookies by clicking on the “Accept all cookies” button or customize your choices by selecting the cookies you want to activate. You can also decline all cookies by clicking on the “Decline all cookies” button. Please find more information on our use of cookies and how to withdraw at any time your consent on our privacy policy.
Accept all cookies
Decline all cookies
Privacy Policy